bet365 champions league, an artificial intelligence product developed based on a large language model, immediately attracted widespread attention from the society after its launch，The number of users has exceeded 100 million in just two months。bet365 champions league is OpenAI company GPT-3.Direct application of 5 model，In layman’s terms，The GPT model is different from the previous block text splicing generation method based on segment units，It implements probability-based "word-based" text generation from the underlying algorithm，That is, using a language model obtained through large-scale corpus learning to generate natural language text。This article presents features from a technical perspective、Analyze the application and development of bet365 champions league from three aspects: function and industry impact。

　Has three bet365 champions league presentation characteristics

From the perspective of technical presentation characteristics，bet365 champions league is a landmark product in the field of natural language technology，It is a landmark result of the improvement of computing power。As a conversational product with powerful computing power，bet365 champions league has three technical presentation characteristics。

First, applications for open domains。Compared to task-based dialogue bet365 champions league，Open domain dialogue bet365 champions league is much more difficult。Task-based dialogue has a specified scope and mode，Supervised learning can achieve good performance by accumulating a certain amount of data。The open domain is different dialogue content for different groups in the entire society，No fixed response format。To form an experiential dialogue，Compared with task-based dialogue，Open domain requires more complex dialogue bet365 champions league and larger computing power model。

Second, bet365 champions league has the ability to have multiple rounds of consecutive interactive conversations。Based on user input，bet365 champions league can connect context based on，Provide more accuracy、A more contextual answer。In order to achieve multiple rounds of continuous dialogue，bet365 champions league uses a method called "in-context learning" to train the model - in each conversation round，It will use the conversation history and the current user's input as the new context，Continue to generate the next round of answers。Multiple rounds of dialogue solve the user experience problem，Can form a coherent sense of communication，Solved the problem that the previous chat software could only carry out a single round of rigid dialogue，This is a big leap in the application level of natural language dialogue technology。From a user perspective，Multiple rounds of dialogue means that machines and people can enter certain dialogue scenes，Conversations can continue，Instead of one question and one answer、Single-round dialogue mode that is not related to the previous one。

Third, bet365 champions league has the potential to generate multi-modal information。Currently，bet365 champions league is positioned as an artificial intelligence conversation product，Support text、Code and other modalities，Technical capabilities focus on the field of natural language processing。bet365 champions league is a large language pre-training model GPT-3.5 Direct application in the field of dialogue system，This model can be used with other models or tools in the future，By efficiently generating textual descriptions related to multimedia，Provide a new method for multi-modal information generation。

　　Let ordinary users talk directly to artificial bet365 champions league

From a functional perspective，bet365 champions league has chat、Search、Knowledge Service、AI creates four Internet functions，is an artificial intelligence product with composite functions。As a phenomenal artificial intelligence product，bet365 champions league marks a major shift in natural language processing technology in the field of artificial intelligence from "To B" to "To C"。Previously，There have been many conversational software for the public，But these products are in use scale、The experience and other aspects cannot be compared with bet365 champions league。bet365 champions league’s dialog-style product interface allows large-scale ordinary users to directly and smoothly communicate with artificial intelligence。

The first is the dialogue and chat function。As a conversation model，Chat companionship is the basic function provided by bet365 champions league，Everyday chat or professional communication is no problem for it。Due to the smooth conversation experience，bet365 champions league is able to establish social connections during conversations with users，Meet users’ companionship needs，The conversation chat function will be an important function for bet365 champions league to build stickiness with users。From the experience of social robots such as Microsoft Xiaoice，Human-machine dialogue will become an important part of digital communication，And society also has this need。The parasocial relationship established between people and bet365 champions league，It is a proposition worthy of continued attention in the field of humanities and social sciences。

The second is the information retrieval function。Due to bet365 champions league’s technical iteration in natural language processing，Will provide users with more direct and effective information retrieval content。Look further，Different from current search engines that require users to find answers from search results themselves，Conversational search integrated with bet365 champions league model will directly provide users with optimal information retrieval results。bet365 champions league model helps build the next generation of search engines，For example, the new Bing search created by Microsoft is already at the forefront of its peers in this regard。New Bing has broken the product form formed by search engines over the years，Become the beginning of a new search form。

The third is the knowledge service function。bet365 champions league’s model has 175 billion parameters，The data set used for training contains tens of billions of words，Scale exceeds 45TB space，Type Covered Pages、E-book、News article、Forum post、Email、Various text data such as social media。Therefore，bet365 champions league aggregates extensive knowledge of the human world，Ability to provide knowledge service functions in the form of questions and answers。The more important point is，bet365 champions league’s large model poses a challenge to the accuracy and quality of current knowledge service websites，For example, it can complete knowledge services with certain difficulty such as program code，You can even complete homework and exams for college students，Its knowledge service capabilities will also continue to increase。

The fourth is AI creation function。The power of bet365 champions league is that its output is truly generative。bet365 champions league word-based probability distribution，According to the given input prefix when generating text，Predict the next word，and include it as part of the generated text。So，bet365 champions league can be based on topics or keywords provided by users，Automatically generate news reports、Comments、Poetry and other text content，You can also create images, etc.。AI creation lowers the skill threshold of artistic creation，Human beings can directly enter the artistic creation of emotional expression。

　Promote cloud services bet365 champions league intelligent era

From the perspective of industry impact， The rise of bet365 champions league has a very wide impact，Also promote cloud services from the digital era to the intelligent era，Intelligence will significantly improve the production efficiency of all walks of life。In the future, users’ demand for cloud vendors will focus on intelligent services，is a model、Frame、Chip、Competition in all aspects of application。Specifically related industries，The industrial competition of artificial intelligence includes at least three aspects。

First, the competition of composite functions。General artificial intelligence is the goal that many scientists are relentlessly pursuing，But the current technology is still difficult to access general artificial intelligence。Even bet365 champions league is only in the stage of specialized artificial intelligence，There is no revolutionary breakthrough in the technical framework and technical logic，More is a collection of past technologies。But bet365 champions league can complete the conversation chat、Knowledge Service、AI creation and other complex functions，This is a breakthrough in technology aggregation in the stage of specialized artificial intelligence technology。In other words，Composite-function artificial intelligence products will be the future development direction。

The second is the competition of large models。One of the thoughts brought by bet365 champions league is that large models will become an important form in the field of artificial intelligence in the next step，Artificial intelligence technology will move more from laboratories to large application models。The first generation model of GPT has 1.1.7 billion parameters，The number of parameters of GPT-2 increased to 1.5 billion，The number of parameters of GPT-3 is two orders of magnitude more than that of the previous generation，175 billion parameters reached。The more parameters there are，The more intelligent the large language model is，Competition in this area will also become increasingly fierce。

The third is competition for big funds。According to relevant reports，Following Microsoft’s announcement of a third multi-billion-dollar investment in OpenAI on January 23, 2023，Google parent company Alphabet invested US0 million in bet365 champions league competitor Anthropic on February 4，To develop generative artificial intelligence。Artificial intelligence increasingly requires the support of powerful computing power。Big models are inseparable from big data，Predictable，The size of the training set of artificial intelligence models will show a sharp growth trend in the future。Facing more dimensions and higher-level data，Computing power is the necessary support。Therefore，How to obtain powerful computing power will become the future competitive direction，But the premise is that there needs to be sufficient financial support。

Finally，For the current hot trend of bet365 champions league，People should also think calmly。We need to realize，Artificial intelligence represented by bet365 champions league is just a technical means，bet365 champions league is more efficient、More convenient technology，It is an iteration of new technology。bet365 champions league represents a direction of natural language technology，But not all technology，There are still many directions that can be explored in the field of natural language processing technology。Look further，We need to understand artificial intelligence technology from the perspective of technical logic，We cannot base our cognition and judgment on Hollywood movie-style imagination，Otherwise，There will be meaningless panic about artificial intelligence，Believe that technology will soon subvert human society；Or blindly arrogant，Use a small model to act as a large model，Thinks that technological breakthroughs can be achieved by working overtime in a short period of time。Both of these mentality are not conducive to technological innovation。Coping with the challenges of artificial intelligence technology，Need to understand according to technical logic，Establish operating rules for technological innovation based on technical logic，Only can we truly catch up with the iterative development of technology in the artificial intelligence era。

　　(Author’s affiliation: School of Journalism and bet365 champions league, Beijing Normal University)